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Association of laboratorial parameters and prognostic factors in uterine corpus cancer

SUMMARY

OBJECTIVE:

The aims were to compare the red blood cells, platelet count, neutrophil-lymphocyte ratio, platelet-lymphocyte ratio, red cell distribution width, and fasting glucose in peripheral blood of patients with benign and malignant uterine neoplasms and to relate these laboratory parameters with prognostic factors and overall survival in cancer.

METHODS:

The results of the laboratory parameters were analyzed using the Mann-Whitney U test. Receiver operating characteristic curves were used to find the cutoff values. Overall survival was estimated using the Kaplan-Meyer method.

RESULTS:

Higher values of neutrophil-lymphocyte ratio and fasting glucose were found in cancer patients. Higher platelet-lymphocyte ratio values were associated with other subtypes when compared with endometrioid subtype; higher values of red cell distribution width were found in stage II/IV when compared with stage I; lower hemoglobin values were related to stage II/IV and nonendometrioid histological type. Platelet-lymphocyte ratio <145.56 was associated with longer overall survival.

CONCLUSION:

Hemoglobin and platelet-lymphocyte ratio values are prognostic factors in uterine corpus cancer.

KEYWORDS:
Uterine neoplasms; Blood platelets; Lymphocytes; Prognosis; Survival

INTRODUCTION

Cancer progression is influenced by the inflammatory response of the host, with inflammation being an indicator of prognosis, and several prognostic and diagnostic biomarkers have been identified11. Werner HM, Salvesen HB. Current status of molecular biomarkers in endometrial cancer. Curr Oncol Rep. 2014;16(9):403. https://doi.org/10.1007/s11912-014-0403-3
https://doi.org/https://doi.org/10.1007/...
. Laboratory quantification of markers of the systemic inflammatory response, such as hypoalbuminemia, hyperfibrinogenemia, C-reactive protein, absolute leukocyte count, neutrophil-lymphocyte ratio (NLR), and platelet-lymphocyte ratio (PLR), were introduced as prognostic factors in patients with various types of cancer22. Bishara S, Griffin M, Cargill A, Bali A, Gore ME, Kaye SB, et al. Pre-treatment white blood cell subtypes as prognostic indicators in ovarian cancer. Eur J Obstet Gynecol Reprod Biol. 2008;138(1):71-5. https://doi.org/10.1016/j.ejogrb.2007.05.012
https://doi.org/https://doi.org/10.1016/...
,33. Ishizuka M, Nagata H, Takagi K, Iwasaki Y, Shibuya N, Kubota K. Clinical significance of the c-reactive protein to albumin ratio for survival after surgery for colorectal cancer. Ann Surg Oncol 2016;23(3):900-7. https://doi.org/10.1245/s10434-015-4948-7
https://doi.org/https://doi.org/10.1245/...
.

A study involving two of these inflammatory markers, NLR and PLR, revealed favorable results for these markers, proposing that they can be used as predictors of malignancy for solid tumors originating from various tissues. They could be used as a tool of screening for these tumors, as they are considered low-cost tests and readily available. However, there is a need for more research to assess the value of this finding in establishing scores and indicate the potential predictive value of NLR and PLR markers in gynecological cancers44. Templeton AJ, McNamara MG, Šeruga B, Aneja P, Ocaña A, Leibowitz-Amit R, et al. Prognostic role of neutrophil-to-lymphocyte ratio in solid tumors: a systematic review and meta-analysis. J Natl Cancer Inst. 2014;106(6):dju124. https://doi.org/10.1093/jnci/dju124
https://doi.org/https://doi.org/10.1093/...
.

Endometrial cancer is classified into two subtypes on the basis of histological characteristics, hormone receptor expression, and grade, namely, type I or endometrioid and type II or nonendometrioid tumors55. Murali R, Soslow RA, Weigelt B. Classification of endometrial carcinoma: more than two types. Lancet Oncol. 2014;15:e268-78. https://doi.org/10.1016/S1470-2045(13)70591-6
https://doi.org/https://doi.org/10.1016/...
. This classification has helped to define the treatment, but the prognostic value remains limited because endometrial cancer comprises a range of neoplasia with distinct genetic polymorphism and molecular features66. Kim SI, Lee JW, Lee N, Lee M, Kim HS, Chung HH, et al. LYL1 gene amplification predicts poor survival of patients with uterine corpus endometrial carcinoma: analysis of the Cancer genome atlas data. BMC Cancer. 2018;18(1):494. https://doi.org/10.1186/s12885-018-4429-z
https://doi.org/https://doi.org/10.1186/...
,77. Cai Y, Chang Y, Liu Y. Multi-omics profiling reveals distinct microenvironment characterization of endometrial cancer. Biomed Pharmacother. 2019;118:109244. https://doi.org/10.1016/j.biopha.2019.109244
https://doi.org/https://doi.org/10.1016/...
,88. Zhou H, Chen L, Lei Y, Li T, Li H, Cheng X. Integrated analysis of tumor mutation burden and immune infiltrates in endometrial cancer. Curr Probl Cancer. 2021;45(2):100660. https://doi.org/10.1016/j.currproblcancer.2020.100660
https://doi.org/https://doi.org/10.1016/...
,99. Malentacchi F, Turrini I, Sorbi F, Projetto E, Castiglione F, Vergoni F, et al. Identification of a gene panel for endometrioid endometrial cancer: a possible prognostic value? Reprod Sci. 2020;27(2):592-8. https://doi.org/10.1007/s43032-019-00059-8
https://doi.org/https://doi.org/10.1007/...
. Therefore, the identification of biomarkers that can assist in the selection of patients for surgical treatment and an ideal adjuvant treatment is vital to improve the outcome. The aim of this study was to verify and compare the red blood cells, platelet count, NLR, PLR, red cell distribution width (RDW), and fasting glucose in peripheral blood of patients between benign and malignant uterine neoplasms before surgical treatment and to relate these laboratorial parameters with prognostic factors and overall survival (OS) in patients with primary uterine corpus cancer.

METHODS

A retrospective study was carried out at the Department of Gynecology and Obstetrics. The study sample consisted of 216 women, divided into two groups, namely, uterine corpus cancer (n=92) and leiomyomas (n=124). Patients who were referred to surgical treatment for these neoplasms were assessed. The following parameters were evaluated: age, parity, histological type, staging, red blood cells, neutrophil, lymphocyte and platelet count, RDW, NLR, PLR, fasting glucose, and OS.

The data were analyzed using GraphPad Prism software 6 and MedCalc 19.0.4. The results of laboratory parameters were compared between benign and malignant groups using the Mann-Whitney U test. For parameters that showed statistical significance, a “receiver operating characteristic” (ROC) curve was used to obtain the area under the curve (AUC) and to determine the best cutoff values between uterine corpus cancer and leiomyomas. In uterine corpus cancer, ROC curves were also used to determine the cutoff value between prognostic factors and laboratory parameters. The OS of the groups was estimated by the Kaplan-Meyer method followed by the log-rank test. The level of significance was <0.05.

This study was approved by the Research Ethics Committee of Federal University of Triângulo Mineiro (protocol number 89084018.9.0000.5154).

RESULTS

We evaluated 92 patients with uterine corpus cancer and 124 patients with leiomyomas. In the malignant group, the median age was 64 years (45-88), the median parity was two births (0-12), and 60 (65.2%) of the patients had the endometrioid histological type and 32 (34.8%) were of other subtypes. In relation to the control group (leiomyomas), the median age was 43 years (35-76), and the median parity was two births (0-8).

In the comparison between uterine corpus cancer and leiomyomas, higher values of NLR and fasting glucose were found in cancer patients (p<0.0001 and p=0.0002, respectively) (Figure 1A). There was no statistical significance in the evaluation of the other parameters (i.e., RDW, neutrophil, lymphocyte, and platelet count).

Figure 1.
(A) Neutrophil-lymphocyte ratio and fasting glucose (g/dL) in uterine corpus cancer and leiomyomas. (B) Receiver operating characteristic curve; Neutrophil-lymphocyte ratio in leiomyomas and uterine corpus cancer.

Regarding the ROC curve to verify the cutoff values of NLR in leiomyomas and uterine corpus cancer, the value of 2.852 was found (AUC=0.725 and p<0.001) (Figure 1B).

Evaluating the association of laboratory parameters with prognostic factors in uterine corpus cancer, higher PLR values were associated with other subtypes when compared with endometrioid subtype (p=0.0407), higher RDW values were found in stages II to IV when compared with stage I (p=0.0292), and lower hemoglobin values were related to stages II to IV when compared with stage I and other subtypes (nonendometrioid) and also when compared with endometrioid subtype (p=0.0024 and p=0.006, respectively) (Figure 2).

Figure 2.
Laboratory parameters and prognostic factors in uterine corpus cancer.

The ROC curves showed a cutoff value of 145.56 for PLR in relation to the histological type (AUC=0.635 and p=0.037), 11.8 in relation to hemoglobin and histological type (AUC=0.677 and p=0.003), and 12 in relation to hemoglobin and staging (AUC=0.686 and p=0.001) (Figure 3A-C).

Figure 3.
Receiver operating characteristic and survival curves: (A) Receiver operating characteristic curve, platelet-lymphocyte ratio and histological type (endometrioid versus other subtypes). (B) Receiver operating characteristic curve, hemoglobin and histological type (endometrioid versus other subtypes). (C) Receiver operating characteristic curve, hemoglobin and staging (I versus II-IV). (D) Overall survival and platelet-lymphocyte ratio.

Subsequently, survival curves were performed to verify whether there is a relationship between PLR and hemoglobin values and to verify OS of patients with uterine corpus cancer. This relationship was not found with hemoglobin levels. On the other hand, the OS of patients with PLR<145.56 was longer than that in patients with PLR>145.56 (p=0.0005) (Figure 3D).

DISCUSSION

Studies have demonstrated the relationship between inflammatory response markers and prognosis in endometrial cancer1010. Asher V, Lee J, Innamaa A, Bali A. Preoperative platelet lymphocyte ratio as an independent prognostic marker in ovarian cancer. Clin Transl Oncol. 2011;13(7):499-503. https://doi.org/10.1007/s12094-011-0687-9
https://doi.org/https://doi.org/10.1007/...
,1111. Kurtoglu E, Kokcu A, Celik H, Sari S, Tosun M. Platelet indices may be useful in discrimination of benign and malign endometrial lesions, and early and advanced stage endometrial cancer. Asian Pac J Cancer Prev. 2015;16(13):5397-400. https://doi.org/10.7314/apjcp.2015.16.13.5397
https://doi.org/https://doi.org/10.7314/...
,1212. Jiang S, Liu J, Chen X, Zheng X, Ruan J, Ye A, et al. Platelet-lymphocyte ratio as a potential prognostic factor in gynecologic cancers: a meta-analysis. Arch Gynecol Obstet. 2019;300(4):829-39. https://doi.org/10.1007/s00404-019-05257-y
https://doi.org/https://doi.org/10.1007/...
,1313. Ni L, Tao J, Xu J, Yuan X, Long Y, Yu N, et al. Prognostic values of pretreatment neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in endometrial cancer: a systematic review and meta-analysis. Arch Gynecol Obstet. 2020;301(1):251-61. https://doi.org/10.1007/s00404-019-05372-w
https://doi.org/https://doi.org/10.1007/...
. A study demonstrated that platelet volume and platelet distribution width might have a predictive value in the discrimination of benign and malign endometrium diseases1111. Kurtoglu E, Kokcu A, Celik H, Sari S, Tosun M. Platelet indices may be useful in discrimination of benign and malign endometrial lesions, and early and advanced stage endometrial cancer. Asian Pac J Cancer Prev. 2015;16(13):5397-400. https://doi.org/10.7314/apjcp.2015.16.13.5397
https://doi.org/https://doi.org/10.7314/...
. In the comparison between uterine corpus cancer and leiomyomas, the cancer patients had higher values of NLR. Regarding the ROC curve to verify the cutoff values of NLR in leiomyomas and uterine corpus cancer, the value of 2.852 was found.

A study involving 763 patients with endometrial carcinoma showed a cutoff value of 3 for NLR; the sensitivity and specificity were found to be 68 and 69%, respectively, to predict lymph node metastasis1414. Temur I, Gulec UK, Paydas S, Guzel AB, Sucu M, Vardar MA. Prognostic value of pre-operative neutrophil/lymphocyte ratio, monocyte count, mean platelet volume, and platelet/lymphocyte ratio in endometrial cancer. Eur J Obstet Gynecol Reprod Biol. 2018;226:25-9. https://doi.org/10.1016/j.ejogrb.2018.05.028
https://doi.org/https://doi.org/10.1016/...
. Another study that applied cutoff values of 2.4 for NLR and 240 for PLR had independent prognostic significance1515. Rodolakis A, Biliatis I, Morice P, Reed N, Mangler M, Kesic V, et al. European society of gynecological oncology task force for fertility preservation clinical recommendations for fertility-sparing management in young endometrial cancer patients. Int J Gynecol Cancer. 2015;25(7):1258-65. https://doi.org/10.1097/IGC.0000000000000493
https://doi.org/https://doi.org/10.1097/...
. A meta-analysis of 23 studies, including 6,869 patients, showed that PLR is related to a worse prognosis in ovarian tumors but not in endometrial tumors1212. Jiang S, Liu J, Chen X, Zheng X, Ruan J, Ye A, et al. Platelet-lymphocyte ratio as a potential prognostic factor in gynecologic cancers: a meta-analysis. Arch Gynecol Obstet. 2019;300(4):829-39. https://doi.org/10.1007/s00404-019-05257-y
https://doi.org/https://doi.org/10.1007/...
. A higher pretreatment NLR was demonstrated as a predictor of lymph node metastasis in endometrial cancer1616. Aoyama T, Takano M, Miyamoto M, Yoshikawa T, Kato K, Sakamoto T, et al. Pretreatment neutrophil-to-lymphocyte ratio was a predictor of lymph node metastasis in endometrial cancer patients. Oncology. 2019;96(5):259-67. https://doi.org/10.1159/000497184
https://doi.org/https://doi.org/10.1159/...
. A study found that patients with high baseline NLR (≥4.1) had more baseline distant metastases than patients with low baseline NLR (<4.1), and patients with high baseline PLR (≥0.3) had more distant metastases than patients with low baseline PLR (<0.3)1717. Abu-Shawer O, Abu-Shawer M, Hirmas N, Alhouri A, Massad A, Alsibai B, et al. Hematologic markers of distant metastases and poor prognosis in gynecological cancers. BMC Cancer. 2019;19(1):141. https://doi.org/10.1186/s12885-019-5326-9
https://doi.org/https://doi.org/10.1186/...
. The clinicopathological data and five year follow-up data were obtained for a retrospective series of 605 surgically treated endometrial cancer patients. By applying cutoff values of ≥2.4 (NLR) and ≥240 (PLR), NLR and PLR had independent prognostic significance1818. Cummings M, Merone L, Keeble C, Burland L, Grzelinski M, Sutton K, et al. Preoperative neutrophil:lymphocyte and platelet:lymphocyte ratios predict endometrial cancer survival. Br J Cancer. 2015;113(2):311-20. https://doi.org/10.1038/bjc.2015.200
https://doi.org/https://doi.org/10.1038/...
. Patients with elevated PLR had a high risk of decreased OS and unfavorable disease-free survival1313. Ni L, Tao J, Xu J, Yuan X, Long Y, Yu N, et al. Prognostic values of pretreatment neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in endometrial cancer: a systematic review and meta-analysis. Arch Gynecol Obstet. 2020;301(1):251-61. https://doi.org/10.1007/s00404-019-05372-w
https://doi.org/https://doi.org/10.1007/...
. Another study demonstrated that the median OS in patients with a PLR of <300 was 37.4 months (95%CI 26.1-48.7), and it was 14.5 months (95%CI 11.7-17.2) in those with a PLR of >300. PLR, but not NLR, retained its significance as a prognostic marker on the multivariate Cox’s regression analysis, along with staging (p<0.001) and residual disease (p=0.015)1010. Asher V, Lee J, Innamaa A, Bali A. Preoperative platelet lymphocyte ratio as an independent prognostic marker in ovarian cancer. Clin Transl Oncol. 2011;13(7):499-503. https://doi.org/10.1007/s12094-011-0687-9
https://doi.org/https://doi.org/10.1007/...
. By evaluating the association of laboratory parameters with prognostic factors in uterine cancer, our study demonstrated that higher PLR values were associated with a nonendometrioid subtype when compared with endometrioid subtype (which has a better prognosis). A study demonstrated that the combination of NLR, PLR, and monocyte-lymphocyte ratio is a superior prognostic factor of endometrial cancer1919. Cong R, Kong F, Ma J, Li Q, Wu Q, Ma X. Combination of preoperative neutrophil-lymphocyte ratio, platelet-lymphocyte ratio and monocyte-lymphocyte ratio: a superior prognostic factor of endometrial cancer. BMC Cancer. 2020;20(1):464. https://doi.org/10.1186/s12885-020-06953-8
https://doi.org/https://doi.org/10.1186/...
. A meta-analysis demonstrated that elevated NLR and PLR values during pretreatment are biomarkers of poor prognosis in patients with endometrial cancer2020. Ni L, Tao J, Xu J, Yuan X, Long Y, Yu N, et al. Prognostic values of pretreatment neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in endometrial cancer: a systematic review and meta-analysis. Arch Gynecol Obstet. 2020;301(1):251-61. https://doi.org/10.1007/s00404-019-05372-w
https://doi.org/https://doi.org/10.1007/...
. No significant association between NLR and prognostic factors was found. On the other hand, ROC curves showed a cutoff value of 145.56 for PLR in relation to the histological type. Moreover, OS of patients with a PLR<145.56 was longer than that in patients with a PLR>145.56.

Metabolic syndrome can be related to a high risk for mortality from cancer, including endometrial cancer, and leads to an unfavorable prognosis for patients with endometrial adenocarcinoma2121. Ni J, Zhu T, Zhao L, Che F, Chen Y, Shou H, et al. Metabolic syndrome is an independent prognostic factor for endometrial adenocarcinoma. Clin Transl Oncol. 2015;17(10):835-9. https://doi.org/10.1007/s12094-015-1309-8
https://doi.org/https://doi.org/10.1007/...
,2222. Gathirua-Mwangi WG, Song Y, Monahan PO, Champion VL, Zollinger TW. Associations of metabolic syndrome and C-reactive protein with mortality from total cancer, obesity-linked cancers and breast cancer among women in NHANES III. Int J Cancer. 2018;143(3):535-42. https://doi.org/10.1002/ijc.31344
https://doi.org/https://doi.org/10.1002/...
. Our study did not assess all parameters of the metabolic syndrome, but it found that in the comparison between uterine corpus cancer and leiomyomas, cancer patients had higher values of fasting glucose when compared with the control group.

A study demonstrated that the frequency of preoperative anemia was 27.7%. Patients whose disease progressed to more advanced stages and those who presented with an unfavorable differentiation grade, myometrial invasion ≥50%, lymphovascular invasion, or tumor recurrence had significantly lower preoperative hemoglobin levels when compared with patients who did not present with anemia in the preoperative period. This study indicated that patients with preoperative anemia had significantly lower recurrence-free survival rates after five years and significantly lower OS rates when compared with patients without preoperative anemia, demonstrating that the preoperative hemoglobin rate is a prognostic factor with an important clinical significance2323. Abu-Zaid A, Alsabban M, Abuzaid M, Alomar O, Salem H, Al-Badawi IA. Preoperative anemia as a prognostic factor in endometrioid-type endometrial carcinoma. J Obstet Gynaecol Can. 2018;40(11):1393-400. https://doi.org/10.1016/j.jogc.2018.05.005
https://doi.org/https://doi.org/10.1016/...
. By evaluating the association of laboratory parameters with prognostic factors in uterine cancer, lower hemoglobin values were related to stages II to IV when compared with stage I and nonendometrioid histological type and also when compared with endometrioid subtype. The ROC curves showed a cutoff value of 11.8 in relation to hemoglobin and histological type and 12 in relation to hemoglobin and staging. Thus, anemia was related to factors with a worse prognosis (histological type and staging). No relation was found with OS.

RDW is another blood count parameter that can be used in the management of endometrial diseases. In one study, the group with endometrial cancer had significantly higher levels of RDW compared with the benign group2424. Kemal Y, Demirag G, Baş B, Önem S, Teker F, Yücel İ. The value of red blood cell distribution width in endometrial cancer. Clin Chem Lab Med. 2015;53(5):823-7. https://doi.org/10.1515/cclm-2014-0699
https://doi.org/https://doi.org/10.1515/...
. Other study demonstrated that combination of RDW, mean platelet volume, and CA125 can improve the differential diagnosis of endometrial cancer and endometrial hyperplasia2525. Zhang H, Liang K, Ke L, Tang S. Clinical application of red cell distribution width, mean platelet volume, and cancer antigen 125 detection in endometrial cancer. J Clin Lab Anal. 2020;34(8):e23309. https://doi.org/10.1002/jcla.23309
https://doi.org/https://doi.org/10.1002/...
. In our study, the higher PLR values were associated with a nonendometrioid subtype when compared with endometrioid subtype. Higher values of RDW were found in stages II-IV when compared with stage I, and lower hemoglobin values were related to stages II-IV when compared with stage I and nonendometrioid histological type and also when compared with endometrioid subtype.

The identification of new cancer biomarkers in peripheral blood samples is promising due to the ease of sampling, and analysis methods are readily available. However, few blood-based biomarkers are validated and clinically used. Currently, surgical treatment decisions for endometrial cancer are based on a preoperative histopathological assessment of the tumor biopsy in combination with the preoperative ultrasound image available. However, these preoperative data are often inconsistent with the postoperative data2626. Forsse D, Tangen IL, Fasmer KE, Halle MK, Viste K, Almås B, et al. Blood steroid levels predict survival in endometrial cancer and reflect tumor estrogen signaling. Gynecol Oncol. 2020;156(2):400-6. https://doi.org/10.1016/j.ygyno.2019.11.123
https://doi.org/https://doi.org/10.1016/...
, indicating the need for the emergence of alternatives that increase the accuracy of the prognosis and diagnosis of this disease without adversely affecting the patients.

The limitations of this study are the heterogeneity of the histological subtypes studied and the lack of evaluation of the influence of molecular profile on the prognosis of uterine body cancer. On the other hand, our study reinforces the importance of investigating new prognostic markers in this cancer, which are easy to collect and inexpensive. New studies associating molecular profiles, gene polymorphisms, and laboratory parameters in uterine body cancer may lead to a better elucidation of prognostic factors in uterine body cancer.

Several prognostic biomarkers could be used in the management of uterine cancer. The group of malignant uterine tumors observed an increase in NLR and blood glucose levels, as well as an increase in RDW and PLR. In this group, the increase in PLR was observed in nonendometrioid tumors when compared with endometrioid subtype (which has a better prognosis). In nonendometrial tumors, a decrease in hemoglobin rates was also observed. In this study, it was observed that the increase in the OS rate of patients with malignant tumors was directly related to the decrease in PLR, indicating that this parameter is strongly linked to OS.

The identification of new cancer biomarkers in peripheral blood samples is promising due to the ease of sampling and low cost, and these methods of analysis are readily available. However, few blood biomarkers are validated in clinical use. The adoption of these practices in clinical conduct can better guide the oncologist in performing less aggressive surgeries and adjuvant treatments in patients whose laboratory parameters suggest prognostic factors that are more favorable.

CONCLUSIONS

The values of NLR and fasting glucose were higher in uterine cancer than in leiomyomas. In uterine corpus cancer, PLR was higher in nonendometrioid tumors, RDW was higher in II-IV stages, and hemoglobin was lower in II-IV stages and nonendometrioid tumors. RPL<145.56 was associated with longer OS.

REFERENCES

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    Ishizuka M, Nagata H, Takagi K, Iwasaki Y, Shibuya N, Kubota K. Clinical significance of the c-reactive protein to albumin ratio for survival after surgery for colorectal cancer. Ann Surg Oncol 2016;23(3):900-7. https://doi.org/10.1245/s10434-015-4948-7
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    Templeton AJ, McNamara MG, Šeruga B, Aneja P, Ocaña A, Leibowitz-Amit R, et al. Prognostic role of neutrophil-to-lymphocyte ratio in solid tumors: a systematic review and meta-analysis. J Natl Cancer Inst. 2014;106(6):dju124. https://doi.org/10.1093/jnci/dju124
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    » https://doi.org/https://doi.org/10.1016/S1470-2045(13)70591-6
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    Kim SI, Lee JW, Lee N, Lee M, Kim HS, Chung HH, et al. LYL1 gene amplification predicts poor survival of patients with uterine corpus endometrial carcinoma: analysis of the Cancer genome atlas data. BMC Cancer. 2018;18(1):494. https://doi.org/10.1186/s12885-018-4429-z
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    Zhou H, Chen L, Lei Y, Li T, Li H, Cheng X. Integrated analysis of tumor mutation burden and immune infiltrates in endometrial cancer. Curr Probl Cancer. 2021;45(2):100660. https://doi.org/10.1016/j.currproblcancer.2020.100660
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    Malentacchi F, Turrini I, Sorbi F, Projetto E, Castiglione F, Vergoni F, et al. Identification of a gene panel for endometrioid endometrial cancer: a possible prognostic value? Reprod Sci. 2020;27(2):592-8. https://doi.org/10.1007/s43032-019-00059-8
    » https://doi.org/https://doi.org/10.1007/s43032-019-00059-8
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    Asher V, Lee J, Innamaa A, Bali A. Preoperative platelet lymphocyte ratio as an independent prognostic marker in ovarian cancer. Clin Transl Oncol. 2011;13(7):499-503. https://doi.org/10.1007/s12094-011-0687-9
    » https://doi.org/https://doi.org/10.1007/s12094-011-0687-9
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    Kurtoglu E, Kokcu A, Celik H, Sari S, Tosun M. Platelet indices may be useful in discrimination of benign and malign endometrial lesions, and early and advanced stage endometrial cancer. Asian Pac J Cancer Prev. 2015;16(13):5397-400. https://doi.org/10.7314/apjcp.2015.16.13.5397
    » https://doi.org/https://doi.org/10.7314/apjcp.2015.16.13.5397
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    Jiang S, Liu J, Chen X, Zheng X, Ruan J, Ye A, et al. Platelet-lymphocyte ratio as a potential prognostic factor in gynecologic cancers: a meta-analysis. Arch Gynecol Obstet. 2019;300(4):829-39. https://doi.org/10.1007/s00404-019-05257-y
    » https://doi.org/https://doi.org/10.1007/s00404-019-05257-y
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    Ni L, Tao J, Xu J, Yuan X, Long Y, Yu N, et al. Prognostic values of pretreatment neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in endometrial cancer: a systematic review and meta-analysis. Arch Gynecol Obstet. 2020;301(1):251-61. https://doi.org/10.1007/s00404-019-05372-w
    » https://doi.org/https://doi.org/10.1007/s00404-019-05372-w
  • 14
    Temur I, Gulec UK, Paydas S, Guzel AB, Sucu M, Vardar MA. Prognostic value of pre-operative neutrophil/lymphocyte ratio, monocyte count, mean platelet volume, and platelet/lymphocyte ratio in endometrial cancer. Eur J Obstet Gynecol Reprod Biol. 2018;226:25-9. https://doi.org/10.1016/j.ejogrb.2018.05.028
    » https://doi.org/https://doi.org/10.1016/j.ejogrb.2018.05.028
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    Rodolakis A, Biliatis I, Morice P, Reed N, Mangler M, Kesic V, et al. European society of gynecological oncology task force for fertility preservation clinical recommendations for fertility-sparing management in young endometrial cancer patients. Int J Gynecol Cancer. 2015;25(7):1258-65. https://doi.org/10.1097/IGC.0000000000000493
    » https://doi.org/https://doi.org/10.1097/IGC.0000000000000493
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    Aoyama T, Takano M, Miyamoto M, Yoshikawa T, Kato K, Sakamoto T, et al. Pretreatment neutrophil-to-lymphocyte ratio was a predictor of lymph node metastasis in endometrial cancer patients. Oncology. 2019;96(5):259-67. https://doi.org/10.1159/000497184
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  • Funding: The authors acknowledge the funding received from the CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico), FUNEPU (Fundação de Ensino e Pesquisa de Uberaba), FAPEMIG (Fundação de Amparo à Pesquisa do Estado de Minas Gerais), and CAPES (Coordenação de Aperfeiçoamento de Pessoal de Nível Superior-Brazil).

Publication Dates

  • Publication in this collection
    17 Sept 2021
  • Date of issue
    June 2021

History

  • Received
    06 Feb 2021
  • Accepted
    06 Feb 2021
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